1.Effect of subconjunctival injection of mesenchymal stem cells on corneal allograft survival
Fei, LI ; Yan, ZHANG ; Yusha, RU ; Huijuan, LIU ; Shaozhen, ZHAO
Chinese Journal of Experimental Ophthalmology 2015;33(5):440-445
Background Mesenchymal stem cells (MSCs) have been applied in basic and clinical researches of organ transplantation.Our previous study showed that intravenous injection of MSCs prolonged corneal allograft survival in rat.However,the effect of local administration of MSCs on corneal allograft rejection remains unclear.Objective The aim of this study was to investigate the effect of subconjunctival injection of MSCs on corneal allograft rejection in rat model of keratoplasty.Methods MSCs were isolated and cultured from femur and tibia bone marrow of clean Wistar rats,and then the cells were identified by induced differentiation of osteoblast and adipocyte.The third generation of MSCs was used in subsequent experiment.Allogenic penetrating keratoplasty was performed with the bilateral corneas of 20 Wistar rats as donor grafts and the right eyes of 40 Lewis rats as recipients.PBS 0.1 ml containing 2 × 106 MSCs and 0.1 ml PBS only was subconjunctivally injected immediately and postoperative 3 days respectively in randomized two groups,and another 6 normal Lewis rats served as the normal control group.Corneal rejection response was evaluated under the slit lamp after surgery based corneal opacity,edema and neovascularization,and the grafts were scored according to the criteria of Larkin.The corneal samples were extracted from 12 rats of the PBS control group and the MSCs group separately 10 days after surgery.The relative expressions of Th1 cytokines (interferon-γ [IFN-γ] mRNA and interleukin-2 [IL-2] mRNA) and Th2 cytokines (IL-4 mRNA and IL-10 mRNA) were detected by real-time quantitative PCR.Protein levels of IL-4 and IL-10 proteins in the corneas were assayed by ELISA.All experimental protocols involving rats were approved by the laboratory animal care and use committee of the Tianjin Medical University and treated with the ARVO statement for the use of animals in ophthalmic and vision research.Results The cells grew well with the orange stain for alizarin red in differentiated the osteoblasts and red stain for Oil red O in differentiated adipocytes.The survival time of corneal graft in the MSCs group was (11.8±1.6) days,it was significantly longer than (9.6±1.4) days in the PBS control group (P=0.004).The levels of IL-4 mRNA and IL-10 mRNA in the MSCs group were significantly higher than those in the PBS control group (both at P =0.00);while the levels of IFN-γ mRNA and IL-2 mRNA were not significantly different between the groups (both at P>0.05).The IL-10 protein contents were (22.74 ±7.06),(68.40±12.83) and (215.41 ±44.66)pg/ml in the normal control group,PBS control group and MSCs group,showing significant difference among the three groups (F =55.06,P =0.00) and a significant increase in the MSCs group compared with the PBS control group and the normal control group (both at P < 0.05).Conclusions Subconjunctival injection of MSCs prolongs the survival time of cornea allograft in penetrating keratoplasty probably by modulating the balance between Th1 and Th2 cytokines,especially by up-regulating Th2 cytokines.
2.OryzaGP 2021 update: a rice gene and protein dataset for named-entity recognition
Pierre LARMANDE ; Yusha LIU ; Xinzhi YAO ; Jingbo XIA
Genomics & Informatics 2021;19(3):e27-
Due to the rapid evolution of high-throughput technologies, a tremendous amount of data is being produced in the biological domain, which poses a challenging task for information extraction and natural language understanding. Biological named entity recognition (NER) and named entity normalisation (NEN) are two common tasks aiming at identifying and linking biologically important entities such as genes or gene products mentioned in the literature to biological databases. In this paper, we present an updated version of OryzaGP, a gene and protein dataset for rice species created to help natural language processing (NLP) tools in processing NER and NEN tasks. To create the dataset, we selected more than 15,000 abstracts associated with articles previously curated for rice genes. We developed four dictionaries of gene and protein names associated with database identifiers. We used these dictionaries to annotate the dataset. We also annotated the dataset using pre-trained NLP models. Finally, we analysed the annotation results and discussed how to improve OryzaGP.
3.Combinatorial protective effects of α-melanocyte-stimulating hormone and carboxymethylcellulose on ocular surface in dry eye rat models
Zexia, DOU ; Yusha, RU ; Huijuan, LIU ; Xiaoyu, ZENG ; Zhu, MENG ; Zhongxiu, GU ; Yan, ZHANG ; Shaozhen, ZHAO
Chinese Journal of Experimental Ophthalmology 2017;35(6):498-505
Background Reasearches showed that α-melanocyte-stimulating hormone (α-MSH) inhibits inflammation and ameliorates the ocular surface abnormalities in a scopolamine-induced dry eye rat model,and the managing effect of sodium carboxymethylcellulose (CMC) on dry eyes also has been determined.However,whether α-MSH can enhance the therapeutic effects of CMC remains to be investigated.Objective This study was to investigate the protective effects of α-MSH combined with CMC on ocular surface in a scopolamine-induced dry eye rat model.Methods Sixty clean female Wistar rats were randomly divided into normal control group,model control group,NaCl group,CMC group,α-MSH group and α-MSH+CMC group,and 10 rats for each group.The dry eye models were established by subcutaneous injection of scopolamine hydrobromide at 9:00,12:00,15:00 and 18:00 per day for 28 days.0.9% NaCl solution,1×10 3 mg/ml α-MSH solution,0.5% CMC eye drop,and 1 ×10-3 mg/ml α-MSH+0.5% CMC solution were topically administered twice a day (8:00,17:00) since the initial day of modeling according to grouping.Shirmer Ⅰ test (S Ⅰ t),breakup time of tear film (BUT) and corneal fluorescence staining were performed before and 7,14,21,28 days after the application of drugs.At 28 days following the administration of drugs,the eyeballs of the rats were collected.Hemotoxylin and eosin staining was employed to examine the morphology of corneas,and periodic acid schiff (PAS) staining was used to count the conjunctival goblet cells.This study protocol was approved by Experimental Animal Ethic Committee of Tianjin Medical University (SYXK 2009-0001),and the use and care of the rats complied with ARVO Statement.Results The S Ⅰ t and BUT values were significantly reduced,and the corneal fluorescence staining scores were significantly increased over time following modeling in the model control group (all at P<0.01).No significant differences were found in the S Ⅰ t,BUT and corneal fluorescence staining scores between model control group and NaCl group at various time points (all at P>0.05).At 7,14 and 21 days after intervention,the S Ⅰ t values were (4.800±0.789),(4.100±0.516) and (4.300±0.856) mm in the α-MSH+CMC group,which were considerably higher than (2.875 ±0.719),(2.375 ±0.619) and (2.532±0.957)mm in the NaCl group (all at P<0.01).At 7 days after intervention,the BUT values were (4.938± 1.843) seconds and (5.000±1.491) seconds in the α-MSH group and α-MSH+CMC group,which were significantly higher than (3.250±1.000) seconds in the NaCl group (both at P<0.01).The corneal fluorescence staining scores in the CMC group,α-MSH group and α-MSH+CMC group were significantly lower than that in the NaCl group,with the lowest score in the α-MSH +CMC group (all at P<0.05).The thickening of corneal epithelial layer,corneal edema and arrangement disorder of corneal stroma were found in the model control group and NaCl group;while slight corneal edema and epithelial cell proliferation were exhibited in the α-MSH+CMC group by hemotoxylin and eosin staining.PAS staining showed that the number of goblet cells was much more in the CMC group,α-MSH group and α-MSH+ CMC group than that in the model control group and NaCl group (all at P < 0.01).Conclusions The sole application of α-MSH or CMC alleviates ocular surface damage and morphological abnormality to certain extent,and the combination of α-MSH and CMC generates more effective protection in comparison with sole administration of α-MSH or CMC.The early application of the drugs plays an improvement role in tear secretion and tear film stability in dry eyes.
4.Isoflavones' effects on pharmacokinetic profiles of main iridoids from Gardeniae Fructus in rats
Ruirui CHANG ; Jialin LIU ; Yusha LUO ; Taohong HUANG ; Qiang LI ; Jun WEN ; Weidong CHEN ; Tingting ZHOU
Journal of Pharmaceutical Analysis 2020;10(6):571-580
Gardeniae Fructus (GF) and Semen Sojae Praeparatum (SSP) are both medicine food homologies and widely used in Chinese clinical prescriptions together. The research investigated the pharmacokinetics of four iridoids in normal rats and isolfavones-fed rats, which were administered with isolfavones from SSP for 7, 14, 21 and 28 consecutive days. A validated LC-MS/MS method was developed for determining shanzhiside, genipin-1-gentiobioside, geniposide and their metabolite genipin in rat plasma. Plasma samples were pretreated by solid-phase extraction using paeoniflorin as the internal standard. The chromatographic separation was performed on a Waters Atlantis T3 (4.6 mm × 150 mm, 3μm) column using a gradient mobile phase consisting of acetonitril and water (containing 0.06%acetic acid). The mass detection was under the multiple reaction monitoring (MRM) mode via polarity switching between negative and positive ionization modes. The calibration curves exhibited good linearity (r>0.997) for all components. The lower limit of quantitation was in the range of 1-10 ng/mL. The intra-day and inter-day precisions (RSD) at three different levels were both less than 12.2% and the accuracies (RE) ranged from -10.1% to 16.4%. The extraction recovery of them ranged from 53.8% to 99.7%. Pharmacokinetic results indicated the bioavailability of three iridoid glycosides and the metabolite, genipin in normal rats was higher than that in rats exposed to isoflavones. With the longer time of administration of iso-flavones, plasma concentrations of iridoids decreased, while genipin sulfate, the phase II metabolite of genposide and genipin-1-gentiobioside, appeared the rising exposure. The pharmacokinetic profiles of main iridoids from GF were altered by isoflavones.
5.Construction of artificial intelligence cloud platform for multi-center digestive endoscopy in Shandong Province (with video)
Guangchao LI ; Zhen LI ; Yusha ZHAO ; Jing LIU ; Ruchen ZHOU ; Mingjun MA ; Xuejun SHAO ; Yonghang LAI ; Xiuli ZUO ; Yanqing LI
Chinese Journal of Digestion 2022;42(5):328-335
Objective:Based on the artificial intelligence (AI) technology in endoscopy and the internet platform, to explore and construct a safe, standardized, scientific and rigorous database for digestive endoscopy, and to provide reference and evidence for the data quality control of AI in digestive endoscopy in China.Methods:After referring to relevant guidelines and standards, data collection and labelling standards of digestive endoscopy of 12 common gastrointestinal diseases were determined. The software of online collection and labelling of multi-center digestive endoscopy data in Shandong Province was developed. Endoscopic equipment with a domestic market share of >5% was used and dozens of experienced endoscopists from 9 medical centers in Shandong Province were uniformly trained for data labelling. From July 2019 to July 2020, the endoscopic examination data from 9 medical centers including Qilu Hospital of Shandong University, Shandong Provincial Hospital , Liaocheng People′s Hospital, Linyi People′s Hospital, Weihai Municipal Hospital, Taian City Central Hospital, Binzhou Medical University Hospital, Yantai Yuhuangding Hospital and Qilu Hospital of Shandong University (Qingdao) were prospectively and continuously collected and labeled. The optimized, desensitized, and generalized data were uploaded to the server. After the file synchronization, data processing, and expert review, a multi-center digestive endoscopy AI database with standard data collection and labelling in Shandong Province was constructed, namely cloud platform. Descriptive methods were used for statistical analysis.Results:The collection and labelling standards for multi-center digestive endoscopy AI data in Shandong province was established. The software of online collection and labelling of multi-center digestive endoscopy AI data in Shandong province was developed. The database in Shandong province was successfully constructed. In the database, 43 010 lesions, 40 353 images, and 11 289 examinations were labeled. Among them, there were 2 906 cases of early esophageal cancer, 2 912 cases of early gastric cancer, 2 397 cases of early colorectal cancer, and 9 773 cases of colorectal polyps (5 539 cases of adenomatous polyps, 1 161 cases of non-adenomatous polyps and 3 073 case of undetermined polyps).Conclusions:The multi-center AI cloud platform for digestive endoscopy in Shandong Province adopts unified standards and collection and labeling software, which ensures the safety and standardization of endoscopy data. It provides a reference and basis for the construction of a quality control system for standardized data collection and labelling of digestive endoscopy AI data in our country and for the third-party data supervision.